library(tidyverse)
trainReady <- read_csv("data/trainReady.csv")

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testReady <- read_csv("data/testReady.csv")

————————————-build the base xgboost model——————————————–

predictors <- trainReady %>% select(-TARGET)

library(xgboost)

model_xgb <- xgboost(data = as.matrix(predictors), # training data as matrix
                          label = trainReady$TARGET,
                          nrounds = 250,       # number of trees to build
                          objective = "binary:logistic", # objective
                          eta = 0.1,
                          depth = 20,
                          verbose = 0,  # silent
                          eval_metric = "auc"
)
saveRDS(model_xgb, "XGboost_base_model.rds")
model_xgb

need to find a way for confustion matrix

model prediction

#xgboostmodel
finalTestData <- testReady[,]
prediction <- predict(model_xgb, as.matrix(finalTestData))
str(prediction)
options(scipen=999)

result <- data.frame("SK_ID_CURR"= testReady$SK_ID_CURR, "TARGET" = prediction )
write.csv(result, file = "result_xgb_boost_base_model.csv",row.names=FALSE)
base model score

base model score

here we define the two functions that we can resue later for building model and predicting data

getXgboostModel <- function(predictor,trainData,Nround,Eta,Depth) {
library(xgboost)
model <- xgboost(data = as.matrix(predictor), # training data as matrix
                          label = trainData$TARGET,
                          nrounds = Nround,       # number of trees to build
                          objective = "binary:logistic", # objective
                          eta = Eta,
                          depth = Depth,
                          verbose = 0,  # silent
                          eval_metric = "auc"
        )
model
}
savePredictFromModel <- function(testReady,model,fileName) {
  #xgboostmodel
  finalTestData <- testReady[,]
  prediction <- predict(model, as.matrix(finalTestData))
  str(prediction)
  options(scipen=999)
  
  result <- data.frame("SK_ID_CURR"= testReady$SK_ID_CURR, "TARGET" = prediction )
  write.csv(result, file = fileName,row.names=FALSE)
}

————————————-build xgboost model with added features——————————————–

here we caclauate the anu_icome_ratio and added to the model and try to see if this feature improve the model

predictors2 <- predictors %>% mutate(anu_icome_ratio = AMT_ANNUITY/AMT_INCOME_TOTAL)

model_xgb2 <- getXgboostModel(predictors2,trainReady,250,0.1,20)
saveRDS(model_xgb2, "XGboost_model2.rds")
model_xgb2                     

predict test data


testPredictors2 <- testReady %>% mutate(anu_icome_ratio = AMT_ANNUITY/AMT_INCOME_TOTAL)
savePredictFromModel(testPredictors2,model_xgb2,"result_xgb_boost_model2.csv")
model 2 score

model 2 score

————————————-build xgboost model with added features and high coreated features removed——————————————–

remove high coreated features

tmp <- cor(trainReady, use = "pairwise.complete.obs")
tmp[upper.tri(tmp)] <- 0
diag(tmp) <- 0
newNumOnly <- trainReady[,!apply(tmp,2,function(x) any(x > 0.75))]
newNumOnly
library(xgboost)
predictors3 <- newNumOnly %>% select(-TARGET)
model_xgb3 <- getXgboostModel(predictors3,newNumOnly,250,0.1,20)
saveRDS(model_xgb3, "XGboost_model3.rds")
model_xgb3
##### xgb.Booster
raw: 914.5 Kb 
call:
  xgb.train(params = params, data = dtrain, nrounds = nrounds, 
    watchlist = watchlist, verbose = verbose, print_every_n = print_every_n, 
    early_stopping_rounds = early_stopping_rounds, maximize = maximize, 
    save_period = save_period, save_name = save_name, xgb_model = xgb_model, 
    callbacks = callbacks, objective = "binary:logistic", eta = ..2, 
    depth = ..3, eval_metric = "auc")
params (as set within xgb.train):
  objective = "binary:logistic", eta = "0.1", depth = "20", eval_metric = "auc", silent = "1"
xgb.attributes:
  niter
callbacks:
  cb.save.model(save_period = save_period, save_name = save_name)
niter: 250

predict test data

testPredictors3 <- testReady %>% select(colnames(predictors3))
savePredictFromModel(testPredictors3,model_xgb3,"result_xgb_boost_model3.csv")
 num [1:48744] 0.0239 0.0955 0.0139 0.0253 0.081 ...
model 3 score

model 3 score

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T25seSAlPiUgc2VsZWN0KC1UQVJHRVQpDQptb2RlbF94Z2IzIDwtIGdldFhnYm9vc3RNb2RlbChwcmVkaWN0b3JzMyxuZXdOdW1Pbmx5LDI1MCwwLjEsMjApDQpzYXZlUkRTKG1vZGVsX3hnYjMsICJYR2Jvb3N0X21vZGVsMy5yZHMiKQ0KbW9kZWxfeGdiMw0KYGBgDQoNCg0KcHJlZGljdCB0ZXN0IGRhdGENCg0KYGBge3J9DQoNCnRlc3RQcmVkaWN0b3JzMyA8LSB0ZXN0UmVhZHkgJT4lIHNlbGVjdChjb2xuYW1lcyhwcmVkaWN0b3JzMykpDQpzYXZlUHJlZGljdEZyb21Nb2RlbCh0ZXN0UHJlZGljdG9yczMsbW9kZWxfeGdiMywicmVzdWx0X3hnYl9ib29zdF9tb2RlbDMuY3N2IikNCg0KYGBgDQohW21vZGVsIDMgc2NvcmVdKGthZ2dsZV94Z2Jvb3N0X21vZGVsX3Jlc3VsdDMucG5nKQ0KDQoNCg==